# Short Text Generation on Hotel Experience

Source: [Short Text Generation on Hotel Experience](<https://www.sota2.com/research/sota/short-text-generation-on-hotel-experience>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-04-29T07:21:44.247Z

Evaluation of short text generation performance on the Hotel Experience dataset, utilizing standard sequence generation metrics (ROUGE, METEOR) and LLM-as-a-judge scoring.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Short Text Generation |
| Dataset (including any stated split) | Hotel Experience |
| Metric | ROUGE-1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [ROUGE-1](<https://www.sota2.com/research/sota/short-text-generation-on-hotel-experience.md?metric=ROUGE-1>): Higher is better; unit: PERCENT.

- [ROUGE-L](<https://www.sota2.com/research/sota/short-text-generation-on-hotel-experience.md?metric=ROUGE-L>): Higher is better; unit: PERCENT.

- [METEOR](<https://www.sota2.com/research/sota/short-text-generation-on-hotel-experience.md?metric=METEOR>): Higher is better; unit: PERCENT.

- [LLM-as-a-Judge Score](<https://www.sota2.com/research/sota/short-text-generation-on-hotel-experience.md?metric=LLM-as-a-Judge%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | ROUGE-1 | Result date | Report paper |
| --- | --- | --- | --- |
| GraSPeR | 15 | Not recorded | 69f1907655a3c32af89fb9b5 |
| PAT | 13.3 | Not recorded | 69f1907655a3c32af89fb9b5 |
| PAT | 12.6 | Not recorded | 69f1907655a3c32af89fb9b5 |
| PGraph | 12.5 | Not recorded | 69f1907655a3c32af89fb9b5 |
| PGraph | 12.2 | Not recorded | 69f1907655a3c32af89fb9b5 |
| GraSPeR | 12 | Not recorded | 69f1907655a3c32af89fb9b5 |
| LaMP | 11.2 | Not recorded | 69f1907655a3c32af89fb9b5 |
| LaMP | 10.4 | Not recorded | 69f1907655a3c32af89fb9b5 |

### GraSPeR

ROUGE-1: 15. Result ID: 69f1b10d47f34ce924d7c0af.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/699fd35a2d603e6de3e3bc8e.md>)

Recorded evaluation configuration: {"LLM":"Qwen3"}. This record does not assert independent reproduction.

### PAT

ROUGE-1: 13.3. Result ID: 69f1b10d47f34ce924d7c0ad.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

Recorded evaluation configuration: {"LLM":"Qwen3"}. This record does not assert independent reproduction.

### PAT

ROUGE-1: 12.6. Result ID: 69f1b10d47f34ce924d7c0ae.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

Recorded evaluation configuration: {"LLM":"LlaMA3"}. This record does not assert independent reproduction.

### PGraph

ROUGE-1: 12.5. Result ID: 69f1b10d47f34ce924d7c0b2.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79081e209131cea7bcb1.md>)

Recorded evaluation configuration: {"LLM":"LlaMA3"}. This record does not assert independent reproduction.

### PGraph

ROUGE-1: 12.2. Result ID: 69f1b10d47f34ce924d7c0b1.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79081e209131cea7bcb1.md>)

Recorded evaluation configuration: {"LLM":"Qwen3"}. This record does not assert independent reproduction.

### GraSPeR

ROUGE-1: 12. Result ID: 69f1b10d47f34ce924d7c0b0.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/699fd35a2d603e6de3e3bc8e.md>)

Recorded evaluation configuration: {"LLM":"LlaMA3"}. This record does not assert independent reproduction.

### LaMP

ROUGE-1: 11.2. Result ID: 69f1b10d47f34ce924d7c0b3.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73701e209131cea5c7af.md>)

[Implementation](<http://lamp-benchmark.github.io/>)

Recorded evaluation configuration: {"LLM":"Qwen3"}. This record does not assert independent reproduction.

### LaMP

ROUGE-1: 10.4. Result ID: 69f1b10d47f34ce924d7c0b4.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73701e209131cea5c7af.md>)

[Implementation](<http://lamp-benchmark.github.io/>)

Recorded evaluation configuration: {"LLM":"LlaMA3"}. This record does not assert independent reproduction.

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